Preprint Open access
KilometerVision: A New Frontier for Large-Scale Spatial Intelligence in VLMs
We push the frontier of large-scale spatial intelligence in Vision-Language Models (VLMs) and introduce the first benchmark that probes geographical layout understanding from real-world videos, spanning up to 1km distances. Inspired by the cognitive science literature, we evaluate models against the hierarchical stages …